Google Colab CLI: Run A100s and H100s From Your Terminal

Google launched the Colab CLI on June 5, ending eight years of browser-only access. The tool allows users to provision T4, A100, or H100 GPUs from the terminal and includes a structured skill file for autonomous use by AI coding agents.

Google launched the Colab CLI on June 5 and quietly ended eight years of Colab being a browser-only tool. Install the package, run one authentication step, and you can provision a T4, A100, or H100 GPU from your terminal, execute Python scripts against it, retrieve your artifacts, and terminate the runtime — no browser tab required. That alone is worth noting. What makes it worth reading about is COLAB SKILL.md: a structured skill file Google ships alongside the CLI so that Claude Code, Codex, and Antigravity can drive Colab runtimes autonomously inside agentic pipelines. GPU compute just got a first-class interface … The post